Rumored A-list celebrity couple Miley Cyrus and Patrick Schwarzenegger reportedly enjoyed a dinner date together with friends for a birthday party at the Bagatelle restaurant in West Hollywood on November 7.

According to several reports, it has not been confirmed that the two are actually a couple, but in light of this dinner date, fans are beginning to wonder.

"They were definitely affectionate, holding hands, taking photos together and clearly were into each other all night," a source told E! News.

"They stayed for about two hours before heading out with the group. Miley was drinking water, and the group had ordered some champagne. She was wearing a red floor-length dress," the source continued.

The group even shared several photos from the party on their social media accounts. The son of Maria Shriver and former California Governor Arnold Schwarzenegger, posted on Twitter saying "Looking forward to my boy @ThorellP new #frenchfridays @BagatelleLA congrats bud, gonna be good time. #parisatbagatelle," Schwarzenegger wrote.

Evidence that Cyrus was at the same party as Schwarzenegger comes from a selfie taken by the "Wrecking Ball" singer that was posted over Twitter. Cyrus took a photo with Andrew Stutzman, and captioned the photo: "Borish the legend."

On that note, Cyrus was reported to be not in her usual party-mode self, "They were all ordering tequila shots and Champagne and she just wanted water "It looked like they were mostly friends of Patrick's, a source told Hollywood Life.

Apparently, the rumored couple is just taking it slow and are not officially a couple according to reports. Previously, a source from E! News revealed "They don't have a title."

"They are having so much fun together, that friends don't know at certain times if they are a couple or best friends," the source added.

Meanwhile, the press waits for either Cyrus or Schwarzenegger to confirm or deny the rumors.